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Home/Integrations/How to Scrape GitHub Repositories into Webhooks
GitHubWebhooks

How to Scrape GitHub Repositories into Webhooks

Extract repositories data from GitHub and deliver via Webhooks automatically

Step-by-step guide

1

Choose the GitHub Repositories scraper

Navigate to the GitHub Repositories scraper in Scrapernode. Select "Fresh Scrape" for real-time data or "Quick Lookup" for pre-collected records. Each record costs 2 credits.

2

Set up your Webhooks connection

Add your endpoint URL in the Scrapernode webhook settings. Each completed job sends a POST request with the full JSON payload, including all output fields and metadata.

3

Provide your GitHub input URLs

Paste the GitHub URLs you want to scrape — one per line, or upload a CSV. Scrapernode accepts direct profile links, search result URLs, and content pages.

4

Launch the scraping job

Click "Start Extraction" to begin. Scrapernode handles proxy rotation, rate limiting, and anti-bot detection automatically. Jobs typically complete in under 60 seconds per batch.

5

Receive data in Webhooks

When the job completes, Scrapernode delivers the full JSON payload to your endpoint. Each record includes 20 structured fields like url, id, code_language, code. Parse the payload in your application and process the data as needed.

Cost per record

2 credits

Output fields

20 fields

Destination

Webhooks

Sample Output

Preview the data you'll receive — 5 sample records

Record 1 of 5
Url
sample_url
Id
ACoAABcXYZ123
Code Language
sample_code_language
Code
sample_code
Num Lines
1,000
User Name
James K.
User Url
sample_user_url
Size
51-200
Size Unit
sample_size_unit
Size Num
1,000
Breadcrumbs
sample_breadcrumbs
Num Issues
1,000
Num Pull Requests
1,000
Num Projects
1,000
Num Fork
1,000
Num Stared
1,000
Last Feature
sample_last_feature
Latest Update
sample_latest_update
Website Url
sample_website_url
License
sample_license

Data Dictionary

20 fields returned per record

Repository web address (100.00% fill rate)

Unique repository ID (100.00% fill rate)

Main programming language used in the repository (79.55% fill rate)

Repository source code files (86.22% fill rate)

Sub-fields

file_nameTextName of the source code file
file_pathTextPath to the file in the repository
file_contentTextContent of the source code file

Total lines of code in the repository (100.00% fill rate)

Repository owner's username (100.00% fill rate)

Owner's GitHub profile URL (100.00% fill rate)

Repository size with units (100.00% fill rate)

Repository size measurement units (KB, MB, GB) (100.00% fill rate)

Repository size as a numeric value (100.00% fill rate)

Repository navigation path and hierarchy (100.00% fill rate)

Sub-fields

nameTextBreadcrumb navigation element name
urlTextURL of the breadcrumb navigation element

Total count of issues in the repository (100.00% fill rate)

Total count of pull requests (100.00% fill rate)

Number of associated GitHub projects (100.00% fill rate)

Number of times the repository has been forked (100.00% fill rate)

Number of stars the repository has received (100.00% fill rate)

Description of the latest feature or change (99.98% fill rate)

Date of the most recent repository update (99.99% fill rate)

Repository website URL from the About section (72.75% fill rate)

Repository license information (99.83% fill rate)

Sub-fields

nameTextLicense name
urlTextURL to the license details

Frequently Asked Questions

Common questions about How to Scrape GitHub Repositories into Webhooks

Ready to connect GitHub data to Webhooks?

Start extracting github repositories data and deliver via Webhooks in minutes.

Go to GitHub Repositories scraperBrowse all integration guides
No code requiredAuto-delivery to Webhooks20 data fields